# Classification on Task 6 Source: [Classification on Task 6]() Collection index: [llms.txt]() Data updated: 2026-03-06T10:06:22.180Z Evaluation of Classification performance on the Task 6 dataset, measured using Accuracy (ACC) and AUC. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Classification | | Dataset (including any stated split) | Task 6 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | TITAN | 89.5 | Not recorded | 699fd3722d603e6de3e3be2e | | CARE | 89.3 | Not recorded | 699fd3722d603e6de3e3be2e | | GigaPath | 89.1 | Not recorded | 699fd3722d603e6de3e3be2e | | TANGLE | 89.1 | Not recorded | 699fd3722d603e6de3e3be2e | | TITAN | 89 | Not recorded | 699fd3722d603e6de3e3be2e | | CARE | 88.5 | Not recorded | 699fd3722d603e6de3e3be2e | | FEATHER | 87.9 | Not recorded | 699fd3722d603e6de3e3be2e | | TANGLE | 87.7 | Not recorded | 699fd3722d603e6de3e3be2e | | Mean-pool | 86.6 | Not recorded | 699fd3722d603e6de3e3be2e | | Mean-pool | 86.2 | Not recorded | 699fd3722d603e6de3e3be2e | | PRISM | 86.1 | Not recorded | 699fd3722d603e6de3e3be2e | | CHIEF | 85.5 | Not recorded | 699fd3722d603e6de3e3be2e | | GigaPath | 85.3 | Not recorded | 699fd3722d603e6de3e3be2e | | FEATHER | 85.2 | Not recorded | 699fd3722d603e6de3e3be2e | | PRISM | 84.8 | Not recorded | 699fd3722d603e6de3e3be2e | | CHIEF | 84.7 | Not recorded | 699fd3722d603e6de3e3be2e | ### TITAN Accuracy: 89.5. Result ID: 69aaa7136dbb7075b954e065. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### CARE Accuracy: 89.3. Result ID: 69aaa7136dbb7075b954dff6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### GigaPath Accuracy: 89.1. Result ID: 69aaa7136dbb7075b954e062. [Reporting paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### TANGLE Accuracy: 89.1. Result ID: 69aaa7136dbb7075b954e063. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### TITAN Accuracy: 89. Result ID: 69aaa7136dbb7075b954dff5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### CARE Accuracy: 88.5. Result ID: 69aaa7136dbb7075b954e066. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### FEATHER Accuracy: 87.9. Result ID: 69aaa7136dbb7075b954e064. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### TANGLE Accuracy: 87.7. Result ID: 69aaa7136dbb7075b954dff3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### Mean-pool Accuracy: 86.6. Result ID: 69aaa7136dbb7075b954dfef. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### Mean-pool Accuracy: 86.2. Result ID: 69aaa7136dbb7075b954e05f. [Reporting paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### PRISM Accuracy: 86.1. Result ID: 69aaa7136dbb7075b954e061. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### CHIEF Accuracy: 85.5. Result ID: 69aaa7136dbb7075b954e060. [Reporting paper]() Recorded evaluation configuration: {"setting":"fine-tuning"}. This record does not assert independent reproduction. ### GigaPath Accuracy: 85.3. Result ID: 69aaa7136dbb7075b954dff2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### FEATHER Accuracy: 85.2. Result ID: 69aaa7136dbb7075b954dff4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### PRISM Accuracy: 84.8. Result ID: 69aaa7136dbb7075b954dff1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. ### CHIEF Accuracy: 84.7. Result ID: 69aaa7136dbb7075b954dff0. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"linear probing (kNN)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.